CRACS Publicatons

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2015
Carlos Abreu Ferreira and João Gama and Vítor Santos Costa, "Exploring multi-relational temporal databases with a propositional sequence miner", in Progress in Artificial Intelligence, Springer Berlin Heidelberg, vol. 4, pp.11–20, December 2015.
2012
Carlos Abreu Ferreira and João Gama and Vítor Santos Costa and Vladimiro Miranda and Audun Botterud "Predicting Ramp Events with a Stream-Based HMM Framework", in "15th International Conference on Discovery Science (DS 2012)" Jean-Gabriel Ganascia and Philippe Lenca and Jean-Marc Petit (eds) , Springer - LNCS, vol. 7569, pp.224–238, October 2012.  Download: 
Carlos Abreu Ferreira and João Gama and Vítor Santos Costa "Predictive Sequence Miner in ILP Learning", in "21st International Conference on Inductive Logic Programming (ILP 2011) - Revised Selected Papers" , Springer - LNCS, vol. 7207, pp.130–144, 2012.
2011
Carlos Abreu Ferreira and João Gama and Vítor Santos Costa "Sequential Pattern Knowledge in Multi-Relational Learning", in "26th International Symposium on Computer and Information Sciences (ISCIS 2011)" Erol Gelenbe and Ricardo Lent and Georgia Sakellari (eds) , Springer London, pp.539–545, September 2011.  Download: 
Carlos Abreu Ferreira and João Gama and Vítor Santos Costa "Constrained Sequential Pattern Knowledge in Multi-relational Learning", in "15th Portuguese Conference on Artificial Intelligence (EPIA 2011)" Luis Antunes and Helena Sofia Pinto (eds) , Springer - LNCS, vol. 7026, pp.282-296, October 2011.  Download: 
2010
Carlos Abreu Ferreira and João Gama and Vítor Santos Costa "Sequential Pattern Mining in Multi-relational Datasets", in "13th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2009) - Selected Papers" Pedro Meseguer and Lawrence Mandow and Rafael M. Gasca (eds) , Springer - LNCS, vol. 5988, pp.121–130, 2010.
2008
Carlos Abreu Ferreira and João Gama and Vítor Santos Costa "RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets", in "20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008) " , IEEE, pp.379–386, November 2008.